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From the 1 of 14 linked papers with an AI index.

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14 papers

physics.ao-ph2026

A Graph Neural Network Framework for Characterizing Rainfall Variability Regimes across India

Pradyumnan Raghuveeran, Gaurav Chopra, Ajay Bankar +1

The Indian Summer Monsoon shows significant spatial variation. While prior work primarily focused on forecasting rainfall amounts, little attention has been given to how consistent…

physics.flu-dyn2026

Metamorphosis of transition between states of limit cycle oscillations in aeroacoustic system

Siddharth Kancharlapalli, Beeraiah Thonti, Sivakumar Sudarshanan +2

The study experimentally investigates how varying the distance between orifices in a ducted turbulent aeroacoustic flow changes the nature of the transition to limit‑cycle oscillat…

physics.ao-ph2026

Evaluation of High-Resolution Gridded Precipitation Datasets Against a Dense Rain Gauge Network During the Indian Summer Monsoon

Ajay Bankar, Praveenkumar Venkatesan, Rakesh V +2

Advancements in remote sensing have led to development of several satellite-derived precipitation products; however, their accuracy must be evaluated before use in scientific and o…

physics.ao-ph2026

A Deep Learning Earth System Model Simulation of Indian Monsoon Intraseasonal and Interannual Variability

Bijit Kumar Banerjee, Devabrat Sharma, R. I. Sujith +6

With the data-driven artificial intelligence/machine learning (AI/ML) models having demonstrated their ability to extend the prediction horizon of large-scale weather at a fraction…

physics.ao-ph2026

Why is Seasonal Climate Predictable Beyond the Limit of Deterministic Predictability set by Chaos?

Vladimir García-Morales, Devabrat Sharma, Shruti Tandon +2

The Earth's climate is an ensemble of interacting, spatially extended oscillatory media ('climate systems') whose slow-changing averages coexist with chaotic, high-frequency weathe…

physics.ao-ph2026

Resolving the Paradox of Changing El Niño-Monsoon Relation through Synchronization of Chaotic Oscillators

Devabrat Sharma, Sagar Sedani, Shruti Tandon +3

For over a century, the relationship between Indian summer monsoon rainfall and El Nino-Southern Oscillation has been the foundation of 'long-range' prediction of Indian monsoon. T…